Data Engineering Weekly

AUGUST 13, 2023

Meta writes about mult—stage ranking approach with several well-defined stages, each focusing on different objectives and algorithms. link] Swiggy: Predicting Food Delivery Time at Cart Continue discussing the delivery time estimation problem, Swiggy writes about challenges in building a food delivery estimation service.

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Data Engineer Data Engineering Engineering Food 52

Knowledge Hut

MAY 3, 2024

E-commerce - Information about the real-time transaction can be passed to streaming clustering algorithms like alternating least squares or K-means clustering algorithm. MyFitnessPal: MyFitnessPal needed to deliver a new feature called “Verified Foods.” to enhance the recommendations to customers based on new trends.

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Scala Hadoop Healthcare Big Data 98

LinkedIn Engineering

FEBRUARY 27, 2023

The LinkedIn team in Dublin has also been a part of one of my favorite memories: our year-end Christmas party with tons of food, music, and arcade games. Transforming the newsfeed experience In my role, I design ML algorithms and train models to rank the quality of content for our members (i.e.,

Food 79

Food Recruitment Machine Learning Electronics 79

Netflix Tech

MARCH 14, 2023

Earlier we shared the details of one of these algorithms , introduced how our platform team is evolving the media-specific machine learning ecosystem , and discussed how data from these algorithms gets stored in our annotation service. Some ML algorithms are computationally intensive. Processing took several hours to complete.

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Media Building Algorithm Machine Learning 118

DoorDash Engineering

JANUARY 4, 2023

Essentially, people eat with their eyes and images can tell them a lot about the food’s cuisine, type of restaurant, quality of food, nutritional information, price range, and more. To introduce exploration, we used a multi-arm bandit algorithm to implement the Image EnE model.

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Machine Learning Food Algorithm Building 52

Towards Data Science

FEBRUARY 16, 2024

Image retrieved from: [link] Now, you are working for a food supply chain company whose clients are from the catering industry. The library uses algorithms like Levenshtein distance to quantify the degree of resemblance between strings, which is particularly useful for data containing typos or discrepancies.

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Food Data Ingestion Python Data Science 61

Data Engineering Weekly

DECEMBER 18, 2023

The article discusses the design of PEDAL (Privacy Enhanced Data Analytics Layer), a mid-tier service between applications and backend services like Pinot, to implement differential privacy, including differentially private algorithms, a metadata store, and a privacy loss tracker.

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Data Engineer Data Engineering Engineering Food 67

ProjectPro

NOVEMBER 18, 2021

Walmart runs a backend algorithm that estimates this based on the distance between the customer and the fulfillment center, inventory levels, and shipping methods available. It uses Machine learning algorithms to find transactions with a higher probability of being fraudulent.

Data Science 52

Data Science Project Food Pharmaceutical 52

Knowledge Hut

JUNE 16, 2023

New generative AI algorithms can deliver realistic text, graphics, music and other content. Artificial Intelligence Technology Landscape An AI engineer develops AI models by combining Deep Learning neural networks and Machine Learning algorithms to utilize business accuracy and make enterprise-wide decisions.

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Engineering Deep Learning Software Engineer Software Engineering 52

Knowledge Hut

NOVEMBER 27, 2023

For instance, sales of a company, medical records of a patient, stock market records, tweets, Netflix’s list of programs, audio files on Spotify, log files of a self-driven car, your food bill from Zomato, and your screen time on Instagram. It is also important to know the underlying math to understand the various ML algorithms.

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Data Science Healthcare Machine Learning Algorithm 97

Team Data Science

FEBRUARY 23, 2021

Going further, when a restaurant creates a digital channel for its customers to order food online, it is not only digitizing information. These are the sharp increase in available computing power at affordable prices and the advent of new algorithms that could be used to make predictions and uncover patterns in data [ , 15 , , 16 ].

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Business Intelligence Food Unstructured Data Relational Database 130

Knowledge Hut

MAY 1, 2024

Data C leaning: It deals with gathering the data and structuring it so that it becomes easy to pass this data as input to any machine learning algorithm. In addition to this, as a foundation, the basics and working of linear regression and classification algorithms must also be known to a data science aspirant.

Data Science 52

Data Science Datasets Algorithm Machine Learning 52

Knowledge Hut

MAY 2, 2024

MLlib has multiple algorithms for Supervised and Unsupervised ML which can scale out on a cluster for classification, regression, clustering, collaborative filtering. Some of these algorithms are also applicable to streaming data. This is achieved through recommendation engines built on Machine learning algorithms and Spark MLlib.

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Scala Hospitality Healthcare Machine Learning 52

Knowledge Hut

DECEMBER 26, 2023

Verifying Digital Signatures, The elliptic Curve Digital Signature Algorithm (ECDSA), a public-private cryptography technique, must be used to sign every transaction on the blockchain network since it allows for peer-to-peer transaction propagation. Food contamination may be tracked back to its source in seconds rather than days.

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Technology Food Manufacturing Banking 52

Cloudera

MARCH 28, 2023

By analyzing a patient’s genomic makeup using machine learning (ML) algorithms, healthcare providers can identify specific mutations or genetic markers that may indicate a particular treatment will be more effective than others. We’ll be presenting a Lunch and Learn at the event and food will be provided. Indiana Ave.

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Healthcare Electronics Food Machine Learning 65

U-Next

FEBRUARY 26, 2023

In addition to being a leading e-commerce platform, Amazon has expanded its offerings with new services such as cloud computing services (AWS), advertising (Amazon Marketing Services), a digital music store (Amazon Music), and even a food delivery service called Prime Now. Average Salary per annum: INR 27 lakhs Number of Employees: 14.68

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Data Science Machine Learning Consulting Data Mining 98

ProjectPro

SEPTEMBER 27, 2021

’s method of colouring images using a deep learning algorithm. Solution Approach: Creating such an application will require you to first train a deep learning algorithm like YOLOv4 with the images of different fruits. But now, it has become a regular feature in a smartphone, all thanks to advanced deep learning algorithms.

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Project Deep Learning Algorithm Food 52

Monte Carlo

AUGUST 31, 2023

The machine learning algorithm that determines how much weight or significance to assign to each feature is often romanticized as the secret sauce, but feature selection, engineering, and quality control is often just as, if not more, important to a successful deployment. This precludes more advanced algorithmic functionality.

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SQL Data Science Machine Learning Algorithm 64

Knowledge Hut

JANUARY 18, 2024

Data scientists also work with artificial intelligence algorithms that automate product recommendations or fraud detection processes. With the increasing advent of technological developments, various tech-based food savers see continuous demand growth. The computer science part includes algorithms and software engineering.

Data Science 52

Data Science Computer Science Programming Language NoSQL 52

Netflix Tech

SEPTEMBER 18, 2020

Outside of work, we share a love of good food and coffee, exchanging tips on making espresso. They are continuously innovating compression algorithms to efficiently send high quality audio and video files to our customers over the internet. Chris] There’s a lot of things to consider when we roll out a new compression algorithm.

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Data Science Consulting Food Algorithm 91

U-Next

MARCH 12, 2023

Introduction The massive amounts of big data, the pace and scalability of cloud computing platforms, and the evolution of advanced machine learning algorithms have resulted in AI advances. The positive contribution of AI systems leads to better healthcare, education, and infrastructure.

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Government Food Algorithm Utilities 75

Pinterest Engineering

MAY 25, 2023

skin tone ranges in beauty, cuisine type in food), business-specific dimensions (e.g., Triggering logic : A real-world system may receive requests that span a wide range of categories, such as fashion, beauty, home decor, food, travel, etc. age, gender), geographic or cultural attributes (e.g., embedding, clustering). of a given size

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Utilities Food Machine Learning Algorithm 96

ProjectPro

JANUARY 31, 2023

With the introduction of advanced machine learning algorithms , underwriters are bringing in more data for better risk management and providing premium pricing targeted to the customer. These days, insurers can examine the client's food habits and lifestyle preferences.

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Insurance Machine Learning Project Algorithm 75

Lyft Engineering

MARCH 12, 2024

Model The model’s action space covers four different news article categories: [“politics”, “sports”, “music”, “food”]. The exploration algorithm is epsilon greedy with 20% exploration. Rejection Sampling This methodology assesses the performance of different exploration algorithms on the logged data.

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Algorithm Machine Learning Datasets Food 67

ProjectPro

AUGUST 25, 2021

Firstly, we introduce the two machine learning algorithms in detail and then move on to their practical applications to answer questions like when to use linear regression vs logistic regression. Machine Learning , as the name suggests, is about training a machine to learn hidden patterns in a dataset through mathematical algorithms.

Machine Learning 52

Machine Learning Algorithm Datasets Data Science 52

Knowledge Hut

APRIL 25, 2024

Information Technology has asserted its dominance everywhere in health care to food service sectors, manufacturing and sales. It includes studying as well as experimenting with algorithm processing with the development of both hardware and software. It is responsible for business operations in every industry. They are: 1.

Technology 52

Technology Recruitment Media Cloud Computing 52

Knowledge Hut

APRIL 23, 2024

An example could be targeted ads by Swiggy/Zomato based on your preferred food orders. Now, companies invest heavily in spotting suspicious activity in real-time, enabling rapid action and loss prevention by utilizing modern analytics approaches, such as machine learning and anomaly detection algorithms.

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Big Data Recruitment Retail Transportation 52

ProjectPro

DECEMBER 17, 2021

Furthermore, solving difficult problems in data science not only prepares you for the future but also teaches you the latest tools, techniques, algorithms and packages that have been introduced in the industry. And to decide which individual or firm should be allowed to lend money or not, banks use credit scoring algorithms.

Data Science 52

Data Science Medical Machine Learning Datasets 52

U-Next

SEPTEMBER 13, 2022

Fast food delivery through applications like Uber Eats, which show the delivery worker the quickest path to take from the restaurant, is the most prevalent real-time application. Any supervised Machine Learning algorithm’s objective is to have little bias and little volatility to produce accurate predictions. .

Machine Learning 40

Machine Learning Data Science Deep Learning Algorithm 40

ProjectPro

DECEMBER 10, 2021

Along with that, deep learning algorithms and image processing methods are also used over medical reports to support a patient’s treatment better. Additionally, use different machine learning algorithms like linear regression, decision trees, random forests, etc. to estimate the costs.

Business Intelligence 52

Business Intelligence Coding Project BI 52

Knowledge Hut

OCTOBER 26, 2023

You can develop voice-enabled applications that can do different tasks like booking a hotel room, ordering food, or playing music. It comes with in-built ML algorithms that do not require label data and leverages semantic search to simplify tasks. Source Code: GitHub 4. Source code: GitHub 5.

AWS 52

AWS Coding Project Cloud Computing 52

Knowledge Hut

OCTOBER 27, 2023

Make sure your projects cover all the fundamentals of machine learning, such as regression, classification algorithms, and clustering. With a solid foundation, you'll be able to quickly learn, enforce, and react to different models and algorithms. There are two kinds of chatbots: domain-specific chatbots and open-domain chatbots.

Data Science 96

Data Science Coding Project Datasets 96

Knowledge Hut

JANUARY 3, 2024

It allows users to leverage AI algorithms to create realistic visuals, including animated characters and scenes. Tabnine Founded in 2017, Tabnine is an AI-powered code completion and code suggestion tool that utilizes machine learning algorithms to offer context-aware code suggestions.

Healthcare 52

Healthcare Finance Food Algorithm 52

Edureka

JULY 18, 2024

Customer Service Suppose you have created a closed-loop chatbot to track food orders. Contextual AI’s decision-making capabilities, while intended to be objective and unbiased, could inadvertently perpetuate or amplify societal biases if the training data or underlying algorithms are flawed.

Systems 40

Systems Retail Food Education 40

Monte Carlo

FEBRUARY 21, 2023

Reduced reliance on IT Integral to a data fabric is a set of pre-built models and algorithms that expedite data processing. The company famously and successfully digitized its business, enabling customers to order food, track delivery status, earn rewards, and more via the company’s website and app.

Data Architecture 52

Data Architecture Architecture Metadata Unstructured Data 52

Monte Carlo

FEBRUARY 21, 2023

Reduced reliance on IT Integral to a data fabric is a set of pre-built models and algorithms that expedite data processing. The company famously and successfully digitized its business, enabling customers to order food, track delivery status, earn rewards, and more via the company’s website and app.

Data Architecture 52

Data Architecture Architecture Metadata Unstructured Data 52

ProjectPro

JANUARY 28, 2022

In data science, algorithms are usually designed to detect and follow trends found in the given data. Artificial neural network (ANNs) is probably the most popular algorithm to implement unsupervised anomaly detection. However, these unsupervised algorithms may learn incorrect patterns or overfit a particular trend in the data.

Machine Learning 52

Machine Learning Python Datasets Algorithm 52